All in One PC (Non Apple) / 14-Point Forensic Engineering Audit Engineering Audit Portal | 14-Point Forensic Suite 01. Unit Identity Full Name Serial / Asset ID 02. Power Logic No Power Cyclic Loop Whine/Static Rail Failure Power Fault Narrative PCA: Forensic Power Analysis active for unit stability. 03. Thermal System Fan Friction Thermal Throttle Pump Failure Sensor Error Thermal Fault Narrative 04. Visual Panel Vertical Lines Light Bleed Ghosting Dead Pixels Visual Fault Narrative 05. Data Integrity SMART Error Drive Dropout Slow I/O Corruption Data Fault Narrative 06. I/O Connectivity USB Failure HDMI No Signal Thunderbolt LAN Port Port Fault Narrative 07. Audio / Visual Speaker Pop Mic Gain Low Cam Offline Jack Signal A/V Fault Narrative 08. Input Modules Stuck Keys Pad Drift Phantom Click Backlight Out Input Fault Narrative 09. Structural Hinge Damage Chassis Warp Dented Shell Screw Loss Structural Narrative 10. BIOS & Firmware BIOS Locked TPM Fault CMOS Error Boot Priority Firmware Narrative 11. Expansion Logic SD Slot Dead PCIe Desync RAM Channel SIM Card Fail Expansion Narrative 12. Biometrics Sensor Fail FaceID Loop Driver Missing Fingerprint Heat Biometric Narrative 13. Environmental Liquid Spill Extreme Dust Corrosion Odor/Smoke Exposure Narrative 14. AI Implementation Primary AI Use Case SHIELD: Validated for 5090 GPU clearance and forensic thermal margin. AI Workload Narrative Finalize Forensic Engineering Audit